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Build agent memory with NVIDIA NeMo Agent Toolkit and Amazon S3 Vectors

1 October 2026 · 1 min read · Summary from AWS Machine Learning

Learn how to use Amazon S3 Vectors as the persistent memory layer within the NVIDIA NeMo Agent Toolkit (NAT), deployed on Amazon Elastic Kubernetes Service (Amazon EKS). This post shows how NAT's memory subsystem works and how to implement Amazon S3 Vectors as a custom memory provider, using a multi-agent investment research use case.